Optimizing Vector Storage in PostgreSQL with pgvector Halfvec
Efficient storage and retrieval of high-dimensional vectors are critical for maintaining performance and scalability. The halfvec data type in PostgreSQL's pgvector extension offers a significant advantage in storing large amounts of vector data efficiently without compromising performance or accuracy.
Storage reduction: Achieved a 57.3% reduction in total storage and a 66.3% reduction in index size.